Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 314835 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.8 MiB |
| Average record size in memory | 96.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 9 |
Parqty_Adj is highly overall correlated with Parqty_Cal and 1 other fields | High correlation |
Parqty_Cal is highly overall correlated with Parqty_Adj and 2 other fields | High correlation |
parqty is highly overall correlated with Parqty_Cal and 1 other fields | High correlation |
pr_dpcode is highly overall correlated with pr_level1_key | High correlation |
pr_level1_key is highly overall correlated with pr_dpcode and 1 other fields | High correlation |
sd_t_qty_30 is highly overall correlated with Parqty_Adj and 2 other fields | High correlation |
sh_daysmin is highly overall correlated with pr_level1_key | High correlation |
parqty is highly skewed (γ1 = 40.54068451) | Skewed |
sd_t_qty_30 is highly skewed (γ1 = 42.63578981) | Skewed |
Parqty_Cal is highly skewed (γ1 = 40.44174072) | Skewed |
Parqty_Adj is highly skewed (γ1 = 44.27509029) | Skewed |
sd_t_qty_30 has 72450 (23.0%) zeros | Zeros |
Parqty_Cal has 74129 (23.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-02-14 07:21:36.906880 |
|---|---|
| Analysis finished | 2024-02-14 07:22:05.771473 |
| Duration | 28.86 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
pr_level1_key
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 MiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 314835 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 261033 | |
| 2 | 53802 | 17.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 261033 | |
| 2 | 53802 | 17.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 261033 | |
| 2 | 53802 | 17.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 314835 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 261033 | |
| 2 | 53802 | 17.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 314835 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 261033 | |
| 2 | 53802 | 17.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 314835 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 261033 | |
| 2 | 53802 | 17.1% |
pr_dpcode
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.47961 |
| Minimum | 1 |
|---|---|
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 9 |
| Q3 | 19 |
| 95-th percentile | 28 |
| Maximum | 28 |
| Range | 27 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.9226574 |
|---|---|
| Coefficient of variation (CV) | 0.77726137 |
| Kurtosis | -1.1214515 |
| Mean | 11.47961 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.49317313 |
| Sum | 3614183 |
| Variance | 79.613815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 38090 | |
| 19 | 37113 | |
| 8 | 33647 | |
| 2 | 32641 | |
| 28 | 28835 | |
| 9 | 26528 | |
| 5 | 22240 | |
| 10 | 17178 | 5.5% |
| 23 | 15690 | 5.0% |
| 3 | 14355 | 4.6% |
| Other values (13) | 48518 |
| Value | Count | Frequency (%) |
| 1 | 38090 | |
| 2 | 32641 | |
| 3 | 14355 | 4.6% |
| 4 | 2795 | 0.9% |
| 5 | 22240 | |
| 6 | 6841 | 2.2% |
| 7 | 69 | < 0.1% |
| 8 | 33647 | |
| 9 | 26528 | |
| 10 | 17178 |
| Value | Count | Frequency (%) |
| 28 | 28835 | |
| 27 | 1774 | 0.6% |
| 25 | 1495 | 0.5% |
| 23 | 15690 | |
| 22 | 5811 | 1.8% |
| 21 | 7120 | 2.3% |
| 20 | 11920 | 3.8% |
| 19 | 37113 | |
| 18 | 1508 | 0.5% |
| 17 | 30 | < 0.1% |
iprcode
Real number (ℝ)
| Distinct | 18126 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200488.52 |
| Minimum | 26 |
|---|---|
| Maximum | 260717 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.8 MiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 36098 |
| Q1 | 181324 |
| median | 230433 |
| Q3 | 250537 |
| 95-th percentile | 258501 |
| Maximum | 260717 |
| Range | 260691 |
| Interquartile range (IQR) | 69213 |
Descriptive statistics
| Standard deviation | 70572.811 |
|---|---|
| Coefficient of variation (CV) | 0.35200424 |
| Kurtosis | 0.88233033 |
| Mean | 200488.52 |
| Median Absolute Deviation (MAD) | 23685 |
| Skewness | -1.4338677 |
| Sum | 6.3120805 × 1010 |
| Variance | 4.9805217 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 249816 | 33 | < 0.1% |
| 235945 | 33 | < 0.1% |
| 242226 | 33 | < 0.1% |
| 193015 | 32 | < 0.1% |
| 242232 | 32 | < 0.1% |
| 111150 | 32 | < 0.1% |
| 231714 | 32 | < 0.1% |
| 258407 | 32 | < 0.1% |
| 239911 | 32 | < 0.1% |
| 112568 | 32 | < 0.1% |
| Other values (18116) | 314512 |
| Value | Count | Frequency (%) |
| 26 | 29 | |
| 33 | 18 | |
| 38 | 25 | |
| 40 | 24 | |
| 47 | 25 | |
| 48 | 21 | |
| 85 | 8 | < 0.1% |
| 86 | 14 | |
| 99 | 24 | |
| 100 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 260717 | 4 | < 0.1% |
| 260716 | 2 | < 0.1% |
| 260710 | 11 | |
| 260681 | 7 | < 0.1% |
| 260593 | 13 | |
| 260592 | 20 | |
| 260591 | 17 | |
| 260583 | 23 | |
| 260574 | 1 | < 0.1% |
| 260573 | 3 | < 0.1% |
pack_size
Real number (ℝ)
| Distinct | 55 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.905001 |
| Minimum | 0 |
|---|---|
| Maximum | 250 |
| Zeros | 126 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 12 |
| Q3 | 18 |
| 95-th percentile | 36 |
| Maximum | 250 |
| Range | 250 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 14.16099 |
|---|---|
| Coefficient of variation (CV) | 1.0184099 |
| Kurtosis | 34.183986 |
| Mean | 13.905001 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 4.2063064 |
| Sum | 4377781 |
| Variance | 200.53365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 104135 | |
| 1 | 52555 | |
| 24 | 37345 | 11.9% |
| 6 | 33630 | 10.7% |
| 10 | 14550 | 4.6% |
| 20 | 10626 | 3.4% |
| 8 | 9269 | 2.9% |
| 36 | 6226 | 2.0% |
| 48 | 5895 | 1.9% |
| 4 | 4961 | 1.6% |
| Other values (45) | 35643 | 11.3% |
| Value | Count | Frequency (%) |
| 0 | 126 | < 0.1% |
| 1 | 52555 | |
| 2 | 84 | < 0.1% |
| 3 | 2783 | 0.9% |
| 4 | 4961 | 1.6% |
| 5 | 1605 | 0.5% |
| 6 | 33630 | |
| 7 | 287 | 0.1% |
| 8 | 9269 | 2.9% |
| 9 | 2379 | 0.8% |
| Value | Count | Frequency (%) |
| 250 | 31 | < 0.1% |
| 240 | 19 | < 0.1% |
| 200 | 22 | < 0.1% |
| 180 | 22 | < 0.1% |
| 160 | 21 | < 0.1% |
| 150 | 62 | < 0.1% |
| 144 | 376 | |
| 132 | 18 | < 0.1% |
| 125 | 48 | < 0.1% |
| 120 | 358 |
brcode
Real number (ℝ)
| Distinct | 37 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1029.0129 |
| Minimum | 1000 |
|---|---|
| Maximum | 1053 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.8 MiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1003 |
| Q1 | 1015 |
| median | 1030 |
| Q3 | 1044 |
| 95-th percentile | 1052 |
| Maximum | 1053 |
| Range | 53 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 15.970025 |
|---|---|
| Coefficient of variation (CV) | 0.015519753 |
| Kurtosis | -1.2349243 |
| Mean | 1029.0129 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.15314175 |
| Sum | 3.2396926 × 108 |
| Variance | 255.04171 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1000 | 10824 | 3.4% |
| 1011 | 10687 | 3.4% |
| 1049 | 10308 | 3.3% |
| 1014 | 10116 | 3.2% |
| 1030 | 10096 | 3.2% |
| 1032 | 9782 | 3.1% |
| 1021 | 9619 | 3.1% |
| 1016 | 9592 | 3.0% |
| 1048 | 9423 | 3.0% |
| 1051 | 9285 | 2.9% |
| Other values (27) | 215103 |
| Value | Count | Frequency (%) |
| 1000 | 10824 | |
| 1003 | 8851 | |
| 1005 | 9058 | |
| 1006 | 8183 | |
| 1007 | 7385 | |
| 1011 | 10687 | |
| 1012 | 5352 | |
| 1014 | 10116 | |
| 1015 | 9260 | |
| 1016 | 9592 |
| Value | Count | Frequency (%) |
| 1053 | 7144 | |
| 1052 | 9006 | |
| 1051 | 9285 | |
| 1050 | 8771 | |
| 1049 | 10308 | |
| 1048 | 9423 | |
| 1047 | 8951 | |
| 1046 | 8630 | |
| 1044 | 9238 | |
| 1042 | 8177 |
parqty
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 243 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.536462 |
| Minimum | 0 |
|---|---|
| Maximum | 2200 |
| Zeros | 371 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 24 |
| Maximum | 2200 |
| Range | 2200 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 13.962058 |
|---|---|
| Coefficient of variation (CV) | 1.635579 |
| Kurtosis | 4619.8164 |
| Mean | 8.536462 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 40.540685 |
| Sum | 2687577 |
| Variance | 194.93906 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 88125 | |
| 4 | 54549 | |
| 3 | 43537 | |
| 12 | 21252 | 6.8% |
| 8 | 15491 | 4.9% |
| 2 | 13926 | 4.4% |
| 10 | 12650 | 4.0% |
| 5 | 10934 | 3.5% |
| 7 | 7583 | 2.4% |
| 9 | 5728 | 1.8% |
| Other values (233) | 41060 |
| Value | Count | Frequency (%) |
| 0 | 371 | 0.1% |
| 1 | 660 | 0.2% |
| 2 | 13926 | 4.4% |
| 3 | 43537 | |
| 4 | 54549 | |
| 5 | 10934 | 3.5% |
| 6 | 88125 | |
| 7 | 7583 | 2.4% |
| 8 | 15491 | 4.9% |
| 9 | 5728 | 1.8% |
| Value | Count | Frequency (%) |
| 2200 | 2 | |
| 1300 | 1 | |
| 1000 | 2 | |
| 960 | 1 | |
| 814 | 1 | |
| 751 | 1 | |
| 720 | 1 | |
| 700 | 1 | |
| 650 | 1 | |
| 648 | 1 |
sh_daysmin
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 977 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 441.29151 |
| Minimum | 4 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.8 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 183 |
| median | 329 |
| Q3 | 641 |
| 95-th percentile | 1095 |
| Maximum | 9999 |
| Range | 9995 |
| Interquartile range (IQR) | 458 |
Descriptive statistics
| Standard deviation | 475.48803 |
|---|---|
| Coefficient of variation (CV) | 1.0774919 |
| Kurtosis | 132.98503 |
| Mean | 441.29151 |
| Median Absolute Deviation (MAD) | 170 |
| Skewness | 8.1042342 |
| Sum | 1.3893401 × 108 |
| Variance | 226088.87 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 365 | 20391 | 6.5% |
| 658 | 19430 | 6.2% |
| 180 | 15439 | 4.9% |
| 329 | 8619 | 2.7% |
| 730 | 7437 | 2.4% |
| 90 | 6668 | 2.1% |
| 120 | 6264 | 2.0% |
| 300 | 6007 | 1.9% |
| 360 | 5989 | 1.9% |
| 657 | 5690 | 1.8% |
| Other values (967) | 212901 |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 5 | 27 | < 0.1% |
| 6 | 14 | < 0.1% |
| 7 | 222 | 0.1% |
| 8 | 376 | |
| 9 | 138 | < 0.1% |
| 10 | 617 | |
| 11 | 129 | < 0.1% |
| 12 | 636 | |
| 13 | 604 |
| Value | Count | Frequency (%) |
| 9999 | 237 | |
| 7200 | 20 | < 0.1% |
| 6570 | 27 | < 0.1% |
| 4601 | 15 | < 0.1% |
| 4250 | 24 | < 0.1% |
| 3650 | 246 | |
| 3600 | 162 | |
| 3550 | 24 | < 0.1% |
| 3500 | 8 | < 0.1% |
| 3470 | 102 |
sd_t_qty_30
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 1164 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.3252265 |
| Minimum | 0 |
|---|---|
| Maximum | 3794 |
| Zeros | 72450 |
| Zeros (%) | 23.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 27 |
| Maximum | 3794 |
| Range | 3794 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 24.295039 |
|---|---|
| Coefficient of variation (CV) | 3.3166264 |
| Kurtosis | 4149.9813 |
| Mean | 7.3252265 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 42.63579 |
| Sum | 2306237.7 |
| Variance | 590.24894 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 72450 | |
| 1 | 44825 | |
| 2 | 34034 | |
| 3 | 26274 | 8.3% |
| 4 | 20542 | 6.5% |
| 5 | 15746 | 5.0% |
| 6 | 13694 | 4.3% |
| 7 | 10733 | 3.4% |
| 8 | 8663 | 2.8% |
| 9 | 7054 | 2.2% |
| Other values (1154) | 60820 |
| Value | Count | Frequency (%) |
| 0 | 72450 | |
| 0.02 | 17 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.04 | 15 | < 0.1% |
| 0.05 | 8 | < 0.1% |
| 0.06 | 13 | < 0.1% |
| 0.07 | 2 | < 0.1% |
| 0.08 | 17 | < 0.1% |
| 0.09 | 5 | < 0.1% |
| 0.1 | 25 | < 0.1% |
| Value | Count | Frequency (%) |
| 3794 | 1 | |
| 3150 | 1 | |
| 2609 | 1 | |
| 2367.5 | 1 | |
| 1748 | 1 | |
| 1624 | 1 | |
| 1556 | 1 | |
| 1499 | 1 | |
| 1396 | 1 | |
| 1314.5 | 1 |
on_promotion
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 MiB |
| 0.0 | |
|---|---|
| 1.25 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.2102879 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1010711 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 248629 | |
| 1.25 | 66206 | 21.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 248629 | |
| 1.25 | 66206 | 21.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 497258 | |
| . | 314835 | |
| 1 | 66206 | 6.6% |
| 2 | 66206 | 6.6% |
| 5 | 66206 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 695876 | |
| Other Punctuation | 314835 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 497258 | |
| 1 | 66206 | 9.5% |
| 2 | 66206 | 9.5% |
| 5 | 66206 | 9.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 314835 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1010711 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 497258 | |
| . | 314835 | |
| 1 | 66206 | 6.6% |
| 2 | 66206 | 6.6% |
| 5 | 66206 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1010711 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 497258 | |
| . | 314835 | |
| 1 | 66206 | 6.6% |
| 2 | 66206 | 6.6% |
| 5 | 66206 | 6.6% |
Parqty_Cal
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 411 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.6461607 |
| Minimum | 0 |
|---|---|
| Maximum | 3161 |
| Zeros | 74129 |
| Zeros (%) | 23.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 25 |
| Maximum | 3161 |
| Range | 3161 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 20.071393 |
|---|---|
| Coefficient of variation (CV) | 3.0199982 |
| Kurtosis | 4067.4969 |
| Mean | 6.6461607 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 40.441741 |
| Sum | 2092444 |
| Variance | 402.86082 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 74129 | |
| 1 | 52722 | |
| 3 | 29214 | 9.3% |
| 2 | 27277 | 8.7% |
| 4 | 21077 | 6.7% |
| 5 | 17207 | 5.5% |
| 6 | 13305 | 4.2% |
| 8 | 9225 | 2.9% |
| 7 | 7912 | 2.5% |
| 9 | 7747 | 2.5% |
| Other values (401) | 55020 |
| Value | Count | Frequency (%) |
| 0 | 74129 | |
| 1 | 52722 | |
| 2 | 27277 | 8.7% |
| 3 | 29214 | 9.3% |
| 4 | 21077 | 6.7% |
| 5 | 17207 | 5.5% |
| 6 | 13305 | 4.2% |
| 7 | 7912 | 2.5% |
| 8 | 9225 | 2.9% |
| 9 | 7747 | 2.5% |
| Value | Count | Frequency (%) |
| 3161 | 1 | |
| 2625 | 1 | |
| 2174 | 1 | |
| 1745 | 1 | |
| 1578 | 1 | |
| 1354 | 1 | |
| 1296 | 1 | |
| 1249 | 1 | |
| 1227 | 1 | |
| 1009 | 1 |
Parqty_Adj
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 408 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.5786714 |
| Minimum | 3 |
|---|---|
| Maximum | 3161 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.8 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 25 |
| Maximum | 3161 |
| Range | 3158 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 19.410204 |
|---|---|
| Coefficient of variation (CV) | 2.0263984 |
| Kurtosis | 4624.2157 |
| Mean | 9.5786714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 44.27509 |
| Sum | 3015701 |
| Variance | 376.75602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 159256 | |
| 8 | 44965 | 14.3% |
| 3 | 34138 | 10.8% |
| 7 | 7908 | 2.5% |
| 9 | 7747 | 2.5% |
| 10 | 6130 | 1.9% |
| 11 | 5350 | 1.7% |
| 4 | 4499 | 1.4% |
| 13 | 4121 | 1.3% |
| 14 | 3353 | 1.1% |
| Other values (398) | 37368 | 11.9% |
| Value | Count | Frequency (%) |
| 3 | 34138 | 10.8% |
| 4 | 4499 | 1.4% |
| 5 | 1302 | 0.4% |
| 6 | 159256 | |
| 7 | 7908 | 2.5% |
| 8 | 44965 | 14.3% |
| 9 | 7747 | 2.5% |
| 10 | 6130 | 1.9% |
| 11 | 5350 | 1.7% |
| 12 | 2854 | 0.9% |
| Value | Count | Frequency (%) |
| 3161 | 1 | |
| 2625 | 1 | |
| 2174 | 1 | |
| 1745 | 1 | |
| 1578 | 1 | |
| 1354 | 1 | |
| 1296 | 1 | |
| 1249 | 1 | |
| 1227 | 1 | |
| 1009 | 1 |
| Parqty_Adj | Parqty_Cal | brcode | iprcode | on_promotion | pack_size | parqty | pr_dpcode | pr_level1_key | sd_t_qty_30 | sh_daysmin | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Parqty_Adj | 1.000 | 0.637 | -0.060 | -0.129 | 0.018 | 0.307 | 0.471 | -0.186 | 0.000 | 0.557 | 0.164 |
| Parqty_Cal | 0.637 | 1.000 | -0.068 | -0.189 | 0.018 | 0.240 | 0.569 | 0.040 | 0.000 | 0.977 | -0.082 |
| brcode | -0.060 | -0.068 | 1.000 | -0.006 | 0.020 | -0.002 | -0.044 | -0.000 | 0.010 | -0.068 | -0.006 |
| iprcode | -0.129 | -0.189 | -0.006 | 1.000 | 0.052 | -0.016 | -0.095 | 0.015 | 0.066 | -0.189 | -0.005 |
| on_promotion | 0.018 | 0.018 | 0.020 | 0.052 | 1.000 | 0.161 | 0.118 | -0.076 | 0.105 | 0.141 | 0.089 |
| pack_size | 0.307 | 0.240 | -0.002 | -0.016 | 0.161 | 1.000 | 0.323 | -0.011 | 0.105 | 0.170 | 0.069 |
| parqty | 0.471 | 0.569 | -0.044 | -0.095 | 0.118 | 0.323 | 1.000 | 0.094 | 0.003 | 0.546 | -0.042 |
| pr_dpcode | -0.186 | 0.040 | -0.000 | 0.015 | -0.076 | -0.011 | 0.094 | 1.000 | 0.690 | 0.071 | -0.281 |
| pr_level1_key | 0.000 | 0.000 | 0.010 | 0.066 | 0.105 | 0.105 | 0.003 | 0.690 | 1.000 | 0.117 | -0.506 |
| sd_t_qty_30 | 0.557 | 0.977 | -0.068 | -0.189 | 0.141 | 0.170 | 0.546 | 0.071 | 0.117 | 1.000 | -0.159 |
| sh_daysmin | 0.164 | -0.082 | -0.006 | -0.005 | 0.089 | 0.069 | -0.042 | -0.281 | -0.506 | -0.159 | 1.000 |
| pr_level1_key | pr_dpcode | iprcode | pack_size | brcode | parqty | sh_daysmin | sd_t_qty_30 | on_promotion | Parqty_Cal | Parqty_Adj | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 3 | 213819 | 10 | 1007 | 4 | 316 | 4.0 | 0.00 | 4.0 | 6 |
| 1 | 1 | 5 | 229142 | 12 | 1024 | 4 | 321 | 3.0 | 0.00 | 3.0 | 6 |
| 2 | 1 | 2 | 170136 | 36 | 1006 | 11 | 365 | 3.0 | 0.00 | 3.0 | 6 |
| 3 | 1 | 1 | 214842 | 1 | 1012 | 3 | 365 | 0.0 | 0.00 | 0.0 | 6 |
| 4 | 1 | 2 | 182442 | 24 | 1046 | 10 | 263 | 17.0 | 0.00 | 17.0 | 17 |
| 5 | 1 | 9 | 258503 | 24 | 1021 | 6 | 1460 | 5.0 | 0.00 | 5.0 | 6 |
| 6 | 1 | 10 | 238414 | 9 | 1048 | 6 | 365 | 8.0 | 1.25 | 10.0 | 10 |
| 7 | 1 | 8 | 216071 | 144 | 1021 | 7 | 365 | 32.0 | 0.00 | 32.0 | 32 |
| 8 | 1 | 1 | 248466 | 1 | 1011 | 6 | 730 | 6.0 | 0.00 | 4.0 | 4 |
| 9 | 1 | 5 | 5669 | 10 | 1011 | 12 | 247 | 0.0 | 0.00 | 0.0 | 6 |
| pr_level1_key | pr_dpcode | iprcode | pack_size | brcode | parqty | sh_daysmin | sd_t_qty_30 | on_promotion | Parqty_Cal | Parqty_Adj | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 325459 | 1 | 9 | 228341 | 12 | 1036 | 4 | 767 | 2.0 | 0.0 | 2.0 | 6 |
| 325460 | 1 | 3 | 240969 | 12 | 1024 | 4 | 300 | 0.0 | 0.0 | 0.0 | 6 |
| 325461 | 1 | 1 | 251030 | 1 | 1023 | 3 | 730 | 0.0 | 0.0 | 0.0 | 6 |
| 325462 | 1 | 9 | 202101 | 4 | 1007 | 4 | 730 | 0.0 | 0.0 | 0.0 | 6 |
| 325463 | 1 | 1 | 257663 | 1 | 1000 | 3 | 750 | 1.0 | 0.0 | 1.0 | 6 |
| 325464 | 1 | 3 | 251129 | 12 | 1049 | 4 | 270 | 6.0 | 0.0 | 6.0 | 6 |
| 325465 | 1 | 8 | 247006 | 6 | 1014 | 4 | 180 | 1.0 | 0.0 | 1.0 | 6 |
| 325466 | 1 | 8 | 7438 | 12 | 1053 | 12 | 650 | 1.0 | 0.0 | 1.0 | 6 |
| 325467 | 1 | 9 | 204519 | 3 | 1051 | 4 | 658 | 3.0 | 0.0 | 3.0 | 6 |
| 325468 | 2 | 22 | 236746 | 1 | 1019 | 3 | 120 | 2.0 | 0.0 | 2.0 | 3 |